Data Science & ML MCP Servers

Excel

3,273

Enables Excel file manipulation capabilities without requiring Microsoft Excel installation.

ContextForge Gateway

3,227

Unifies Model Context Protocol (MCP) and REST services, providing a central management point for AI clients and federated environments.

Xiaozhi

3,163

Experience AI Xiaozhi's voice and smart assistant functionalities through a versatile Python-based client, enabling access without dedicated hardware.

Semantic Router

3,150

Intelligently routes large language model requests to the most suitable models and tools for optimized inference, enhanced security, and improved accuracy.

Java SDK

3,131

Enables Java applications to interact with AI models and tools through a standardized interface.

GenAIScript

2,868

Programmatically assembles prompts for LLMs using JavaScript to orchestrate LLMs, tools, and data in code.

Archestra

2,700

Provides a secure runtime environment for fully-autonomous AI agents, designed for enterprise-grade deployment.

Shadcn UI

2,637

Provides AI assistants with comprehensive access to shadcn/ui v4 components, blocks, demos, and metadata via the Model Context Protocol.

Trieve

2,598

Provides all-in-one infrastructure for search, recommendations, Retrieval-Augmented Generation (RAG), and analytics via API.

Model Context Protocol (MCP) Servers

2,523

Provides a catalog of official Microsoft MCP server implementations for AI-powered data access and tool integration.

Chain of Recursive Thoughts

2,325

Enhances AI model reasoning by making it recursively evaluate and refine its responses through self-argumentation.

DDGS

2,140

Aggregates search results from various web search services through a unified metasearch library.

ArXiv

2,119

Enables AI assistants to search and analyze arXiv papers through a simple Model Context Protocol interface.

Lemonade SDK

2,103

Serve, benchmark, and deploy large language models (LLMs) on various hardware platforms.

Crawl4AI RAG

1,984

Empowers AI agents and coding assistants with web crawling and retrieval-augmented generation (RAG) capabilities.

Bright Data

1,979

Empowers AI agents to access, discover, and extract real-time web data, bypassing restrictions and bot detection.

Superglue

1,977

Automates data integration via a stable, self-healing SDK, providing automated schema-drift detection, retries, and remappings to maintain continuous data flow without connector maintenance or rewrites.

Llama2 WebUI

1,947

Provides a Gradio web interface for locally running various Llama 2 models on GPU or CPU across different operating systems.

Gemini CLI

1,936

Enables AI assistants to interact with Google Gemini CLI, leveraging its massive token window for large file analysis and codebase understanding.

Perplexity

1,919

Integrates Perplexity's real-time web search, reasoning, and research capabilities into AI assistants.